CyLab Seminar: Yaoqing Yang

March 31, 2025

12:00 p.m. ET

Zoom or CIC room 4105, Panther Hollow

Yaoqing Yang

*Please note: this CyLab seminar is open only to partners and Carnegie Mellon University faculty, students, and staff.

Speaker:
Yaoqing Yang
Assistant Professor
Department of Computer Science - Dartmouth College

Talk Title:
Title coming soon

Abstract:
Abstract info coming soon

Bio:
My current research focuses on diagnosing and mitigating failures in machine learning models. For example, I analyze shape and geometric features in high-dimensional spaces, such as loss landscapes, weight matrix spectral densities, and decision boundaries, to provide actionable insights for addressing common failure modes in these models. I also apply these techniques to applications such as 3D point clouds and graphs. My research draws inspiration from statistical learning and information theory.

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